A novel scheme of load forecasting pertaining to long term planning of a distribution system
In this paper, a novel approach is proposed to address the load-forecasting and expansion-planning process focused on long-range aspects. Depending upon land-use, five different user classes are considered. The existence of these classes and their associated boundaries are modeled with trapezoidal d...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2111/ |
| _version_ | 1848789966529757184 |
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| author | Chaturvedi, , A Murthy, , M. B. R. Ranjan, , R. Prasad, , K. |
| author_facet | Chaturvedi, , A Murthy, , M. B. R. Ranjan, , R. Prasad, , K. |
| author_sort | Chaturvedi, , A |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | In this paper, a novel approach is proposed to address the load-forecasting and expansion-planning process focused on long-range aspects. Depending upon land-use, five different user classes are considered. The existence of these classes and their associated boundaries are modeled with trapezoidal distribution. To find the relative share of one particular user class with remaining classes, a class composition vector is proposed. Further, dividing all the area segments into small square shaped cells of 40-acre size, the small area growth trend is estimated with 'S-shaped' curve for 20-year period. Here a piece-wise linear model is used to model the growth ramp segment of "S-shaped" growth characteristic. Finally two indices are proposed, one to estimate the new load demand, and other index to estimate the growth. The results obtained match the typical growth trend of different user classes for a practical distribution system. |
| first_indexed | 2025-11-14T18:05:07Z |
| format | Conference or Workshop Item |
| id | mmu-2111 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:05:07Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-21112011-09-21T08:23:44Z http://shdl.mmu.edu.my/2111/ A novel scheme of load forecasting pertaining to long term planning of a distribution system Chaturvedi, , A Murthy, , M. B. R. Ranjan, , R. Prasad, , K. TA Engineering (General). Civil engineering (General) In this paper, a novel approach is proposed to address the load-forecasting and expansion-planning process focused on long-range aspects. Depending upon land-use, five different user classes are considered. The existence of these classes and their associated boundaries are modeled with trapezoidal distribution. To find the relative share of one particular user class with remaining classes, a class composition vector is proposed. Further, dividing all the area segments into small square shaped cells of 40-acre size, the small area growth trend is estimated with 'S-shaped' curve for 20-year period. Here a piece-wise linear model is used to model the growth ramp segment of "S-shaped" growth characteristic. Finally two indices are proposed, one to estimate the new load demand, and other index to estimate the growth. The results obtained match the typical growth trend of different user classes for a practical distribution system. 2006 Conference or Workshop Item NonPeerReviewed Chaturvedi, , A and Murthy, , M. B. R. and Ranjan, , R. and Prasad, , K. (2006) A novel scheme of load forecasting pertaining to long term planning of a distribution system. In: IEEE Region 10 Conference (TENCON 2005). |
| spellingShingle | TA Engineering (General). Civil engineering (General) Chaturvedi, , A Murthy, , M. B. R. Ranjan, , R. Prasad, , K. A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title | A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title_full | A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title_fullStr | A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title_full_unstemmed | A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title_short | A novel scheme of load forecasting pertaining to long term planning of a distribution system |
| title_sort | novel scheme of load forecasting pertaining to long term planning of a distribution system |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://shdl.mmu.edu.my/2111/ |